Report

Dataset statistics

Number of variables	18
Number of observations	349
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	96.6 KiB
Average record size in memory	283.4 B

Variable types

Numeric	13
Categorical	5

Alerts

`난방방식` is highly overall correlated with `준공연도`	High correlation
`면적127_139` is highly overall correlated with `면적85_127` and 1 other fields	High correlation
`면적85_127` is highly overall correlated with `면적127_139` and 1 other fields	High correlation
`실차량수` is highly overall correlated with `총면적` and 1 other fields	High correlation
`임대료` is highly overall correlated with `임대보증금`	High correlation
`임대보증금` is highly overall correlated with `면적127_139` and 2 other fields	High correlation
`준공연도` is highly overall correlated with `난방방식`	High correlation
`총면적` is highly overall correlated with `실차량수` and 1 other fields	High correlation
`총세대수` is highly overall correlated with `실차량수` and 1 other fields	High correlation
`승강기설치여부` is highly imbalanced (78.4%)	Imbalance
`면적85_127` is highly imbalanced (95.8%)	Imbalance
`면적127_139` is highly imbalanced (95.8%)	Imbalance
`면적17_26` has 310 (88.8%) zeros	Zeros
`면적26_38` has 226 (64.8%) zeros	Zeros
`면적38_46` has 219 (62.8%) zeros	Zeros
`면적46_51` has 216 (61.9%) zeros	Zeros
`면적51_59` has 219 (62.8%) zeros	Zeros
`면적59_74` has 291 (83.4%) zeros	Zeros
`면적74_85` has 288 (82.5%) zeros	Zeros
`임대보증금` has 36 (10.3%) zeros	Zeros
`임대료` has 36 (10.3%) zeros	Zeros

Reproduction

Analysis started	2024-10-07 13:42:13.073246
Analysis finished	2024-10-07 13:42:24.137207
Duration	11.06 seconds
Software version	ydata-profiling vv4.10.0
Download configuration	config.json

총세대수
Real number (ℝ)

HIGH CORRELATION

Distinct	285
Distinct (%)	81.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	544.9341

Minimum	1
Maximum	2289
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.9 KiB

Quantile statistics

Minimum	1
5-th percentile	18.4
Q1	178
median	491
Q3	853
95-th percentile	1305.2
Maximum	2289
Range	2288
Interquartile range (IQR)	675

Descriptive statistics

Standard deviation	430.75608
Coefficient of variation (CV)	0.79047372
Kurtosis	0.73614847
Mean	544.9341
Median Absolute Deviation (MAD)	335
Skewness	0.87565633
Sum	190182
Variance	185550.8
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
40	4	1.1%
1	3	0.9%
534	3	0.9%
390	3	0.9%
630	3	0.9%
31	2	0.6%
20	2	0.6%
875	2	0.6%
880	2	0.6%
491	2	0.6%
Other values (275)	323	92.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	3	0.9%
2	1	0.3%
3	1	0.3%
4	1	0.3%
5	1	0.3%
6	2	0.6%
9	1	0.3%
10	1	0.3%
11	1	0.3%
14	1	0.3%

Value	Count	Frequency (%)
2289	1	0.3%
2018	1	0.3%
1937	1	0.3%
1934	1	0.3%
1696	2	0.6%
1647	1	0.3%
1590	1	0.3%
1538	1	0.3%
1489	1	0.3%
1485	1	0.3%

준공연도
Real number (ℝ)

HIGH CORRELATION

Distinct	31
Distinct (%)	8.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2007.8281

Minimum	1992
Maximum	2022
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	1992
5-th percentile	1995
Q1	2003
median	2008
Q3	2013
95-th percentile	2019
Maximum	2022
Range	30
Interquartile range (IQR)	10

Descriptive statistics

Standard deviation	7.2985758
Coefficient of variation (CV)	0.0036350601
Kurtosis	-0.79708423
Mean	2007.8281
Median Absolute Deviation (MAD)	5
Skewness	-0.22520435
Sum	700732
Variance	53.269209
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
2007	24	6.9%
2011	22	6.3%
2010	22	6.3%
2008	20	5.7%
2009	20	5.7%
2018	18	5.2%
2016	16	4.6%
2013	15	4.3%
2004	15	4.3%
2002	12	3.4%
Other values (21)	165	47.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1992	1	0.3%
1993	3	0.9%
1994	8	2.3%
1995	11	3.2%
1996	11	3.2%
1997	8	2.3%
1998	9	2.6%
1999	9	2.6%
2000	7	2.0%
2001	7	2.0%

Value	Count	Frequency (%)
2022	1	0.3%
2021	5	1.4%
2020	7	2.0%
2019	6	1.7%
2018	18	5.2%
2017	12	3.4%
2016	16	4.6%
2015	6	1.7%
2014	12	3.4%
2013	15	4.3%

건물형태
Categorical

Distinct	3
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	28.1 KiB

복도식	200
계단식	103
혼합식	46

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1047
Distinct characters	7
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	계단식
2nd row	복도식
3rd row	계단식
4th row	복도식
5th row	복도식

Common Values

Value	Count	Frequency (%)
복도식	200	57.3%
계단식	103	29.5%
혼합식	46	13.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
복도식	200	57.3%
계단식	103	29.5%
혼합식	46	13.2%

Most occurring characters

Value	Count	Frequency (%)
식	349	33.3%
복	200	19.1%
도	200	19.1%
계	103	9.8%
단	103	9.8%
혼	46	4.4%
합	46	4.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1047	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
식	349	33.3%
복	200	19.1%
도	200	19.1%
계	103	9.8%
단	103	9.8%
혼	46	4.4%
합	46	4.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1047	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
식	349	33.3%
복	200	19.1%
도	200	19.1%
계	103	9.8%
단	103	9.8%
혼	46	4.4%
합	46	4.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1047	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
식	349	33.3%
복	200	19.1%
도	200	19.1%
계	103	9.8%
단	103	9.8%
혼	46	4.4%
합	46	4.4%

난방방식
Categorical

HIGH CORRELATION

Distinct	3
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	26.4 KiB

개별	202
지역	128
중앙	19

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	698
Distinct characters	6
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	개별
2nd row	개별
3rd row	개별
4th row	지역
5th row	개별

Common Values

Value	Count	Frequency (%)
개별	202	57.9%
지역	128	36.7%
중앙	19	5.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
개별	202	57.9%
지역	128	36.7%
중앙	19	5.4%

Most occurring characters

Value	Count	Frequency (%)
개	202	28.9%
별	202	28.9%
지	128	18.3%
역	128	18.3%
중	19	2.7%
앙	19	2.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	698	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
개	202	28.9%
별	202	28.9%
지	128	18.3%
역	128	18.3%
중	19	2.7%
앙	19	2.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	698	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
개	202	28.9%
별	202	28.9%
지	128	18.3%
역	128	18.3%
중	19	2.7%
앙	19	2.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	698	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
개	202	28.9%
별	202	28.9%
지	128	18.3%
역	128	18.3%
중	19	2.7%
앙	19	2.7%

승강기설치여부
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	17.2 KiB

1	337
0	12

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	349
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	337	96.6%
0	12	3.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	337	96.6%
0	12	3.4%

Most occurring characters

Value	Count	Frequency (%)
1	337	96.6%
0	12	3.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	349	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	337	96.6%
0	12	3.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	349	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	337	96.6%
0	12	3.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	349	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	337	96.6%
0	12	3.4%

실차량수
Real number (ℝ)

HIGH CORRELATION

Distinct	292
Distinct (%)	83.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	553.26074

Minimum	21
Maximum	1657
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.9 KiB

Quantile statistics

Minimum	21
5-th percentile	51
Q1	255
median	498
Q3	814
95-th percentile	1258.6
Maximum	1657
Range	1636
Interquartile range (IQR)	559

Descriptive statistics

Standard deviation	373.77517
Coefficient of variation (CV)	0.67558592
Kurtosis	-0.15466009
Mean	553.26074
Median Absolute Deviation (MAD)	269
Skewness	0.64654756
Sum	193088
Variance	139707.88
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
654	4	1.1%
109	3	0.9%
411	3	0.9%
258	3	0.9%
569	3	0.9%
157	2	0.6%
113	2	0.6%
568	2	0.6%
104	2	0.6%
780	2	0.6%
Other values (282)	323	92.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
21	1	0.3%
22	2	0.6%
23	1	0.3%
24	2	0.6%
27	1	0.3%
28	1	0.3%
29	2	0.6%
31	1	0.3%
32	1	0.3%
35	1	0.3%

Value	Count	Frequency (%)
1657	1	0.3%
1635	1	0.3%
1608	1	0.3%
1565	1	0.3%
1522	1	0.3%
1487	1	0.3%
1485	1	0.3%
1440	1	0.3%
1421	1	0.3%
1384	1	0.3%

총면적
Real number (ℝ)

HIGH CORRELATION

Distinct	345
Distinct (%)	98.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	37142.938

Minimum	68.93
Maximum	150126.86
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.9 KiB

Quantile statistics

Minimum	68.93
5-th percentile	1338.1555
Q1	11293.832
median	32190.36
Q3	56096.792
95-th percentile	91140.237
Maximum	150126.86
Range	150057.93
Interquartile range (IQR)	44802.96

Descriptive statistics

Standard deviation	29492.215
Coefficient of variation (CV)	0.79401946
Kurtosis	0.48291103
Mean	37142.938
Median Absolute Deviation (MAD)	21635.995
Skewness	0.83191853
Sum	12962885
Variance	8.6979075 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
43060.9088	2	0.6%
36521.362	2	0.6%
5143.414	2	0.6%
15641.1528	2	0.6%
6023.7683	1	0.3%
37742.1594	1	0.3%
27555.6094	1	0.3%
52884.5483	1	0.3%
52143.1351	1	0.3%
35326.3126	1	0.3%
Other values (335)	335	96.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
68.93	1	0.3%
78	1	0.3%
115.788	1	0.3%
163.3726	1	0.3%
233.085	1	0.3%
324.9192	1	0.3%
427.71	1	0.3%
460.2816	1	0.3%
509.6	1	0.3%
543.0268	1	0.3%

Value	Count	Frequency (%)
150126.8632	1	0.3%
142698.5412	1	0.3%
135068.8832	1	0.3%
117542.5519	1	0.3%
113941.5009	1	0.3%
113921.3586	1	0.3%
106511.9938	1	0.3%
104504.2246	1	0.3%
104129.1532	1	0.3%
99444.8664	1	0.3%

면적17_26
Real number (ℝ)

ZEROS

Distinct	36
Distinct (%)	10.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	25.82235

Minimum	0
Maximum	1181
Zeros	310
Zeros (%)	88.8%
Negative	0
Negative (%)	0.0%
Memory size	2.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	140
Maximum	1181
Range	1181
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	122.82659
Coefficient of variation (CV)	4.7566
Kurtosis	49.803786
Mean	25.82235
Median Absolute Deviation (MAD)	0
Skewness	6.6577711
Sum	9012
Variance	15086.371
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=36)

Value	Count	Frequency (%)
0	310	88.8%
40	3	0.9%
140	2	0.6%
66	2	0.6%
1181	1	0.3%
537	1	0.3%
22	1	0.3%
80	1	0.3%
1071	1	0.3%
18	1	0.3%
Other values (26)	26	7.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	310	88.8%
3	1	0.3%
7	1	0.3%
10	1	0.3%
14	1	0.3%
18	1	0.3%
20	1	0.3%
22	1	0.3%
26	1	0.3%
27	1	0.3%

Value	Count	Frequency (%)
1181	1	0.3%
1071	1	0.3%
956	1	0.3%
616	1	0.3%
576	1	0.3%
537	1	0.3%
516	1	0.3%
430	1	0.3%
352	1	0.3%
310	1	0.3%

면적26_38
Real number (ℝ)

ZEROS

Distinct	108
Distinct (%)	30.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	117.05158

Minimum	0
Maximum	1344
Zeros	226
Zeros (%)	64.8%
Negative	0
Negative (%)	0.0%
Memory size	2.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	178
95-th percentile	536
Maximum	1344
Range	1344
Interquartile range (IQR)	178

Descriptive statistics

Standard deviation	226.1695
Coefficient of variation (CV)	1.9322209
Kurtosis	8.8921263
Mean	117.05158
Median Absolute Deviation (MAD)	0
Skewness	2.6987264
Sum	40851
Variance	51152.641
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	226	64.8%
298	4	1.1%
89	3	0.9%
56	2	0.6%
100	2	0.6%
345	2	0.6%
557	2	0.6%
590	2	0.6%
16	2	0.6%
290	2	0.6%
Other values (98)	102	29.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	226	64.8%
1	2	0.6%
16	2	0.6%
25	1	0.3%
26	1	0.3%
30	1	0.3%
35	1	0.3%
54	1	0.3%
56	2	0.6%
60	1	0.3%

Value	Count	Frequency (%)
1344	1	0.3%
1304	1	0.3%
1286	1	0.3%
1252	1	0.3%
1054	1	0.3%
973	1	0.3%
841	1	0.3%
824	1	0.3%
730	1	0.3%
709	1	0.3%

면적38_46
Real number (ℝ)

ZEROS

Distinct	108
Distinct (%)	30.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	105.75072

Minimum	0
Maximum	1258
Zeros	219
Zeros (%)	62.8%
Negative	0
Negative (%)	0.0%
Memory size	2.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	158
95-th percentile	508.8
Maximum	1258
Range	1258
Interquartile range (IQR)	158

Descriptive statistics

Standard deviation	191.05946
Coefficient of variation (CV)	1.8066966
Kurtosis	6.2575338
Mean	105.75072
Median Absolute Deviation (MAD)	0
Skewness	2.3011647
Sum	36907
Variance	36503.716
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	219	62.8%
40	4	1.1%
119	3	0.9%
89	2	0.6%
462	2	0.6%
248	2	0.6%
216	2	0.6%
244	2	0.6%
130	2	0.6%
540	2	0.6%
Other values (98)	109	31.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	219	62.8%
9	1	0.3%
16	1	0.3%
19	1	0.3%
22	1	0.3%
26	1	0.3%
31	1	0.3%
32	1	0.3%
37	1	0.3%
40	4	1.1%

Value	Count	Frequency (%)
1258	1	0.3%
960	1	0.3%
871	1	0.3%
818	1	0.3%
802	1	0.3%
702	1	0.3%
676	1	0.3%
638	1	0.3%
630	1	0.3%
590	1	0.3%

면적46_51
Real number (ℝ)

ZEROS

Distinct	119
Distinct (%)	34.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	113.78797

Minimum	0
Maximum	1138
Zeros	216
Zeros (%)	61.9%
Negative	0
Negative (%)	0.0%
Memory size	2.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	177
95-th percentile	514.8
Maximum	1138
Range	1138
Interquartile range (IQR)	177

Descriptive statistics

Standard deviation	196.02856
Coefficient of variation (CV)	1.722753
Kurtosis	5.0610077
Mean	113.78797
Median Absolute Deviation (MAD)	0
Skewness	2.1163902
Sum	39712
Variance	38427.196
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	216	61.9%
356	3	0.9%
180	3	0.9%
143	2	0.6%
60	2	0.6%
304	2	0.6%
78	2	0.6%
264	2	0.6%
174	2	0.6%
110	2	0.6%
Other values (109)	113	32.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	216	61.9%
1	1	0.3%
2	1	0.3%
6	1	0.3%
10	1	0.3%
16	1	0.3%
30	1	0.3%
32	1	0.3%
38	1	0.3%
46	1	0.3%

Value	Count	Frequency (%)
1138	1	0.3%
1099	1	0.3%
903	1	0.3%
816	1	0.3%
801	1	0.3%
714	1	0.3%
700	1	0.3%
670	1	0.3%
630	1	0.3%
627	1	0.3%

면적51_59
Real number (ℝ)

ZEROS

Distinct	117
Distinct (%)	33.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	111.85673

Minimum	0
Maximum	1350
Zeros	219
Zeros (%)	62.8%
Negative	0
Negative (%)	0.0%
Memory size	2.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	134
95-th percentile	592.4
Maximum	1350
Range	1350
Interquartile range (IQR)	134

Descriptive statistics

Standard deviation	222.29745
Coefficient of variation (CV)	1.9873408
Kurtosis	8.8195675
Mean	111.85673
Median Absolute Deviation (MAD)	0
Skewness	2.7607918
Sum	39038
Variance	49416.158
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	219	62.8%
356	2	0.6%
162	2	0.6%
260	2	0.6%
84	2	0.6%
132	2	0.6%
150	2	0.6%
187	2	0.6%
3	2	0.6%
145	2	0.6%
Other values (107)	112	32.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	219	62.8%
2	1	0.3%
3	2	0.6%
4	1	0.3%
6	1	0.3%
9	1	0.3%
12	1	0.3%
17	1	0.3%
18	1	0.3%
28	1	0.3%

Value	Count	Frequency (%)
1350	1	0.3%
1303	1	0.3%
1301	1	0.3%
901	1	0.3%
890	1	0.3%
886	1	0.3%
879	1	0.3%
840	1	0.3%
818	1	0.3%
801	1	0.3%

면적59_74
Real number (ℝ)

ZEROS

Distinct	51
Distinct (%)	14.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	27.461318

Minimum	0
Maximum	1228
Zeros	291
Zeros (%)	83.4%
Negative	0
Negative (%)	0.0%
Memory size	2.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	119.2
Maximum	1228
Range	1228
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	112.8224
Coefficient of variation (CV)	4.1084115
Kurtosis	50.380153
Mean	27.461318
Median Absolute Deviation (MAD)	0
Skewness	6.4375793
Sum	9584
Variance	12728.893
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	291	83.4%
3	3	0.9%
43	2	0.6%
1	2	0.6%
118	2	0.6%
36	2	0.6%
91	2	0.6%
68	2	0.6%
7	1	0.3%
469	1	0.3%
Other values (41)	41	11.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	291	83.4%
1	2	0.6%
2	1	0.3%
3	3	0.9%
4	1	0.3%
5	1	0.3%
7	1	0.3%
11	1	0.3%
15	1	0.3%
17	1	0.3%

Value	Count	Frequency (%)
1228	1	0.3%
756	1	0.3%
702	1	0.3%
694	1	0.3%
495	1	0.3%
470	1	0.3%
469	1	0.3%
443	1	0.3%
408	1	0.3%
372	1	0.3%

면적74_85
Real number (ℝ)

ZEROS

Distinct	58
Distinct (%)	16.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	42.484241

Minimum	0
Maximum	992
Zeros	288
Zeros (%)	82.5%
Negative	0
Negative (%)	0.0%
Memory size	2.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	299.2
Maximum	992
Range	992
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	141.65075
Coefficient of variation (CV)	3.3341951
Kurtosis	18.124996
Mean	42.484241
Median Absolute Deviation (MAD)	0
Skewness	4.1613592
Sum	14827
Variance	20064.934
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	288	82.5%
404	2	0.6%
6	2	0.6%
67	2	0.6%
31	2	0.6%
216	1	0.3%
456	1	0.3%
12	1	0.3%
674	1	0.3%
298	1	0.3%
Other values (48)	48	13.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	288	82.5%
1	1	0.3%
5	1	0.3%
6	2	0.6%
11	1	0.3%
12	1	0.3%
14	1	0.3%
15	1	0.3%
20	1	0.3%
23	1	0.3%

Value	Count	Frequency (%)
992	1	0.3%
812	1	0.3%
793	1	0.3%
792	1	0.3%
728	1	0.3%
715	1	0.3%
688	1	0.3%
674	1	0.3%
656	1	0.3%
490	1	0.3%

면적85_127
Categorical

HIGH CORRELATION IMBALANCE

Distinct	4
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Memory size	17.2 KiB

0	346
407	1
302	1
173	1

Length

Max length	3
Median length	1
Mean length	1.017192
Min length	1

Characters and Unicode

Total characters	355
Distinct characters	6
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3 ?
Unique (%)	0.9%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	346	99.1%
407	1	0.3%
302	1	0.3%
173	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	346	99.1%
407	1	0.3%
302	1	0.3%
173	1	0.3%

Most occurring characters

Value	Count	Frequency (%)
0	348	98.0%
7	2	0.6%
3	2	0.6%
4	1	0.3%
2	1	0.3%
1	1	0.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	355	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	348	98.0%
7	2	0.6%
3	2	0.6%
4	1	0.3%
2	1	0.3%
1	1	0.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	355	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	348	98.0%
7	2	0.6%
3	2	0.6%
4	1	0.3%
2	1	0.3%
1	1	0.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	355	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	348	98.0%
7	2	0.6%
3	2	0.6%
4	1	0.3%
2	1	0.3%
1	1	0.3%

면적127_139
Categorical

HIGH CORRELATION IMBALANCE

Distinct	4
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Memory size	17.2 KiB

0	346
26	1
62	1
40	1

Length

Max length	2
Median length	1
Mean length	1.008596
Min length	1

Characters and Unicode

Total characters	352
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3 ?
Unique (%)	0.9%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	346	99.1%
26	1	0.3%
62	1	0.3%
40	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	346	99.1%
26	1	0.3%
62	1	0.3%
40	1	0.3%

Most occurring characters

Value	Count	Frequency (%)
0	347	98.6%
2	2	0.6%
6	2	0.6%
4	1	0.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	352	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	347	98.6%
2	2	0.6%
6	2	0.6%
4	1	0.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	352	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	347	98.6%
2	2	0.6%
6	2	0.6%
4	1	0.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	352	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	347	98.6%
2	2	0.6%
6	2	0.6%
4	1	0.3%

임대보증금
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	304
Distinct (%)	87.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	23829830

Minimum	0
Maximum	1.8982186 × 10⁸
Zeros	36
Zeros (%)	10.3%
Negative	0
Negative (%)	0.0%
Memory size	2.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	12561667
median	19076000
Q3	28377000
95-th percentile	63224800
Maximum	1.8982186 × 10⁸
Range	1.8982186 × 10⁸
Interquartile range (IQR)	15815333

Descriptive statistics

Standard deviation	22428190
Coefficient of variation (CV)	0.94118127
Kurtosis	15.507298
Mean	23829830
Median Absolute Deviation (MAD)	7190000
Skewness	3.1579057
Sum	8.3166106 × 10⁹
Variance	5.0302369 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	36	10.3%
24655500	3	0.9%
27465500	2	0.6%
30968666.67	2	0.6%
16755500	2	0.6%
11886000	2	0.6%
32443000	2	0.6%
12528000	2	0.6%
69000000	2	0.6%
55000000	2	0.6%
Other values (294)	294	84.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	36	10.3%
2205000	1	0.3%
2515500	1	0.3%
4942000	1	0.3%
5158333.333	1	0.3%
6485000	1	0.3%
7595571.429	1	0.3%
7628000	1	0.3%
8092875	1	0.3%
8198000	1	0.3%

Value	Count	Frequency (%)
189821857.1	1	0.3%
170746375	1	0.3%
114770250	1	0.3%
113172333.3	1	0.3%
101516666.7	1	0.3%
100389000	1	0.3%
97085500	1	0.3%
96250000	1	0.3%
89764000	1	0.3%
87417000	1	0.3%

임대료
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	305
Distinct (%)	87.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	198457.56

Minimum	0
Maximum	950305
Zeros	36
Zeros (%)	10.3%
Negative	0
Negative (%)	0.0%
Memory size	2.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	112905
median	171766.67
Q3	227564
95-th percentile	577871.83
Maximum	950305
Range	950305
Interquartile range (IQR)	114659

Descriptive statistics

Standard deviation	159575.92
Coefficient of variation (CV)	0.80408081
Kurtosis	3.9639483
Mean	198457.56
Median Absolute Deviation (MAD)	57511.667
Skewness	1.8022532
Sum	69261689
Variance	2.5464473 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	36	10.3%
134192.5	2	0.6%
218475	2	0.6%
169500	2	0.6%
124830	2	0.6%
93000	2	0.6%
375000	2	0.6%
162666.6667	2	0.6%
192250	2	0.6%
620000	2	0.6%
Other values (295)	295	84.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	36	10.3%
39920	1	0.3%
44086.66667	1	0.3%
48360	1	0.3%
48670	1	0.3%
50040	1	0.3%
52000	1	0.3%
53660	1	0.3%
56855	1	0.3%
62775	1	0.3%

Value	Count	Frequency (%)
950305	1	0.3%
815355.7143	1	0.3%
803672.5	1	0.3%
767010	1	0.3%
759490	1	0.3%
744450	1	0.3%
715000	1	0.3%
699330	1	0.3%
642930	1	0.3%
634472.5	1	0.3%

Auto

Heatmap
Table

	건물형태	난방방식	면적127_139	면적17_26	면적26_38	면적38_46	면적46_51	면적51_59	면적59_74	면적74_85	면적85_127	승강기설치여부	실차량수	임대료	임대보증금	준공연도	총면적	총세대수
건물형태	1.000	0.153	0.042	0.076	0.255	0.241	0.263	0.280	0.168	0.301	0.042	0.186	0.223	0.398	0.304	0.312	0.227	0.217
난방방식	0.153	1.000	0.000	0.240	0.136	0.181	0.058	0.010	0.076	0.135	0.000	0.105	0.269	0.256	0.234	0.522	0.258	0.214
면적127_139	0.042	0.000	1.000	0.000	0.000	0.000	0.000	0.000	0.000	0.300	1.000	0.000	0.252	0.474	0.846	0.000	0.402	0.000
면적17_26	0.076	0.240	0.000	1.000	0.157	-0.191	-0.080	-0.155	-0.157	-0.162	0.000	0.000	-0.228	-0.177	-0.205	0.204	-0.155	-0.059
면적26_38	0.255	0.136	0.000	0.157	1.000	0.038	0.153	-0.148	-0.271	-0.327	0.000	0.158	0.035	0.025	-0.080	0.094	0.152	0.295
면적38_46	0.241	0.181	0.000	-0.191	0.038	1.000	0.214	-0.008	-0.229	-0.340	0.000	0.000	0.096	0.003	-0.005	-0.266	0.271	0.360
면적46_51	0.263	0.058	0.000	-0.080	0.153	0.214	1.000	0.142	-0.199	-0.338	0.000	0.000	0.287	0.153	0.173	0.013	0.399	0.457
면적51_59	0.280	0.010	0.000	-0.155	-0.148	-0.008	0.142	1.000	0.142	-0.273	0.000	0.000	0.305	0.264	0.459	0.029	0.380	0.355
면적59_74	0.168	0.076	0.000	-0.157	-0.271	-0.229	-0.199	0.142	1.000	0.270	0.000	0.000	0.218	0.204	0.303	0.164	0.112	-0.004
면적74_85	0.301	0.135	0.300	-0.162	-0.327	-0.340	-0.338	-0.273	0.270	1.000	0.300	0.000	0.253	0.038	0.040	0.262	-0.013	-0.212
면적85_127	0.042	0.000	1.000	0.000	0.000	0.000	0.000	0.000	0.000	0.300	1.000	0.000	0.252	0.474	0.846	0.000	0.402	0.000
승강기설치여부	0.186	0.105	0.000	0.000	0.158	0.000	0.000	0.000	0.000	0.000	0.000	1.000	0.156	0.096	0.049	0.251	0.132	0.155
실차량수	0.223	0.269	0.252	-0.228	0.035	0.096	0.287	0.305	0.218	0.253	0.252	0.156	1.000	0.355	0.445	0.248	0.778	0.687
임대료	0.398	0.256	0.474	-0.177	0.025	0.003	0.153	0.264	0.204	0.038	0.474	0.096	0.355	1.000	0.779	0.279	0.467	0.407
임대보증금	0.304	0.234	0.846	-0.205	-0.080	-0.005	0.173	0.459	0.303	0.040	0.846	0.049	0.445	0.779	1.000	0.364	0.472	0.390
준공연도	0.312	0.522	0.000	0.204	0.094	-0.266	0.013	0.029	0.164	0.262	0.000	0.251	0.248	0.279	0.364	1.000	0.142	0.070
총면적	0.227	0.258	0.402	-0.155	0.152	0.271	0.399	0.380	0.112	-0.013	0.402	0.132	0.778	0.467	0.472	0.142	1.000	0.956
총세대수	0.217	0.214	0.000	-0.059	0.295	0.360	0.457	0.355	-0.004	-0.212	0.000	0.155	0.687	0.407	0.390	0.070	0.956	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	총세대수	준공연도	건물형태	난방방식	승강기설치여부	실차량수	총면적	면적17_26	면적26_38	면적38_46	면적51_59	면적59_74	면적74_85	임대보증금	임대료
0	78	2013	계단식	개별	1	109	6023.7683	0	0	0	35	43	0	5.696200e+07	642930.000000
1	35	2013	복도식	개별	1	35	1569.1668	0	35	0	0	0	0	6.306200e+07	470100.000000
2	88	2013	계단식	개별	1	88	7180.1396	0	0	0	88	0	0	7.219000e+07	586540.000000
3	477	2014	복도식	지역	1	943	47058.9273	0	0	0	0	199	278	1.015167e+08	950305.000000
4	15	2013	복도식	개별	1	21	543.0268	14	1	0	0	0	0	5.522750e+07	340148.333333
5	69	2014	계단식	개별	1	830	4802.4651	0	26	0	43	0	0	2.878033e+07	450920.000000
6	86	2011	계단식	개별	1	892	6409.9462	0	0	40	46	0	0	0.000000e+00	0.000000
7	39	2007	계단식	개별	1	744	4341.8700	0	0	0	0	0	39	0.000000e+00	0.000000
8	26	2012	계단식	지역	1	363	1967.5058	0	0	26	0	0	0	0.000000e+00	0.000000
9	46	2007	계단식	개별	1	632	5031.3328	0	0	0	0	0	46	0.000000e+00	0.000000

	총세대수	준공연도	건물형태	난방방식	승강기설치여부	실차량수	총면적	면적17_26	면적26_38	면적38_46	면적46_51	면적51_59	임대보증금	임대료
339	306	2018	복도식	지역	1	210	15641.1528	0	246	0	60	0	1.252800e+07	162666.666667
340	130	2021	복도식	개별	1	113	7436.7200	22	62	0	46	0	1.012533e+07	157220.000000
341	40	2021	복도식	개별	1	32	1551.2400	40	0	0	0	0	9.697000e+06	89270.000000
342	420	2001	복도식	개별	1	267	24979.4748	0	252	168	0	0	1.547200e+07	94375.000000
343	835	1995	복도식	지역	1	114	34655.8400	537	298	0	0	0	1.051267e+07	138996.666667
344	1485	1993	복도식	중앙	1	298	64622.2500	1181	298	0	0	6	7.595571e+06	104975.714286
345	1386	1993	복도식	중앙	1	258	57616.8100	1071	298	0	0	17	8.092875e+06	111848.750000
346	956	1994	복도식	지역	1	243	37398.7200	956	0	0	0	0	9.931000e+06	134540.000000
347	120	2020	복도식	개별	1	47	5581.8024	66	54	0	0	0	2.515500e+06	50040.000000
348	447	1994	복도식	중앙	1	78	19383.4100	149	298	0	0	0	7.628000e+06	125010.000000

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Interactions

Correlations

Missing values

Sample